Data security

Is production customer data ever used in testing or non-production environments?

How to answer this security questionnaire question, with an expert response your security or GRC team can adapt.

Expert answer

The strongest answer is a plain no: non-production environments use synthetic or anonymized data, and technical controls — separate accounts, credentials, and network boundaries — prevent production data from flowing downstream. If any exception exists, describe the approval gate, the masking applied, and the audit trail that covers it.

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